Fuzzy decision making with induced heavy aggregation operators and distance measures

被引:13
作者
Zeng, Shouzhen [1 ,3 ]
Su, Weihua [2 ]
Chen, Ji [3 ]
机构
[1] Zhejiang Wanli Univ, Coll Comp & Informat, Ningbo 315100, Zhejiang, Peoples R China
[2] Zhejiang Univ Finance & Econ, Coll Stat & Math, Hangzhou, Zhejiang, Peoples R China
[3] Zhejiang Gongshang Univ, Coll Stat & Math, Hangzhou, Zhejiang, Peoples R China
关键词
Distance measures; induced heavy aggregation operators; fuzzy numbers; decision making; WEIGHTED AVERAGING OPERATORS; GENERALIZED OWA OPERATOR; PREFERENCE RELATIONS; ENVIRONMENT; TOPSIS; SETS;
D O I
10.3233/IFS-120720
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce a new fuzzy decision making technique called the fuzzy induced heavy ordered weighted averaging distance (FIHOWAD) operator. It is an extension of the ordered weighted averaging (OWA) operator that uses the main characteristics of the induced OWA (IOWA), the Hamming distance, the heavy OWA (HOWA) and uncertain information represented as fuzzy numbers. A key feature of the FIHOWAD operator is that it generalizes a wide range of aggregation operators such as the fuzzy minimum distance, the fuzzy weighted Hamming distance (FWHD), the fuzzy OWA distance (FOWAD), the fuzzy IOWA distance (FIOWAD) and the fuzzy heavy OWA distance (FHOWAD) operators. We studied some of its main properties and different particular cases. Finally, we present a numerical example to illustrate the new approach in a financial decision making problem.
引用
收藏
页码:127 / 135
页数:9
相关论文
共 47 条
[1]  
[Anonymous], 2002, AGGREGATION OPERATOR, DOI DOI 10.1007/978-3-7908-1787-4
[2]  
Beliakov G., 2007, Aggregation Functions: A Guide for Practitioners, DOI DOI 10.1007/978-3-540-73721-6
[3]   FUZZY MAPPING AND CONTROL [J].
CHANG, SSL ;
ZADEH, LA .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1972, SMC2 (01) :30-&
[4]  
Chen SJ, 2003, CYBERNET SYST, V34, P109, DOI [10.1080/01969720302866, 10.1080/01969720390180230]
[5]   using s-P Chart and Bloom taxonomy to develop intelligent formative assessment tool [J].
Chang, Wen-Chih ;
Yang, Hsuan-Che ;
Shih, Timothy K. ;
Chao, Louis R. .
INTERNATIONAL JOURNAL OF DISTANCE EDUCATION TECHNOLOGIES, 2009, 7 (04) :1-16
[6]   Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations [J].
Chiclana, F. ;
Herrera-Viedma, E. ;
Herrera, F. ;
Alonso, S. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) :383-399
[7]   OPERATIONS ON FUZZY NUMBERS [J].
DUBOIS, D ;
PRADE, H .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1978, 9 (06) :613-626
[8]  
Dubois D.J., 1980, Fuzzy sets and systems: theory and applications
[9]  
Gil-Aluja J., 1999, Elements for a Theory of Decision in Uncertainty
[10]   ERROR DETECTING AND ERROR CORRECTING CODES [J].
HAMMING, RW .
BELL SYSTEM TECHNICAL JOURNAL, 1950, 29 (02) :147-160